{"id":"W4405617931","doi":"10.3760/cma.j.cn112140-20240913-00639","title":"[Analysis of the current status of red blood cell transfusion in very preterm infants from Chinese Neonatal Network in 2022].","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Red blood cell; Intensive care medicine; Pediatrics; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006497803,0.0003377393,0.0002642023,0.001782552,0.0004583526,0.0004612934,0.0006643242,0.0003678661,0.00224301],"category_scores_gemma":[0.001573036,0.0001552733,0.0007292548,0.003618942,0.0000941809,0.0003005161,0.0004451149,0.0004744272,0.0003239194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018034,"about_ca_system_score_gemma":0.002195911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1567145,"about_ca_topic_score_gemma":0.1637879,"domain_scores_codex":[0.9997492,0.00003043763,0.00005868328,0.00003301214,0.00005800396,0.00007066925],"domain_scores_gemma":[0.9991254,0.00007661932,0.0003049362,0.00003063652,0.0002806373,0.0001818438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000231285,0.00001478199,0.983391,0.0002283526,0.0001410652,0.0002767362,0.0001329024,0.0001295761,0.0001441378,0.000111908,0.009394851,0.005803257],"study_design_scores_gemma":[0.000007148071,0.00002044808,0.9978939,0.00004543823,0.00006840152,0.0001095268,0.0001470198,0.0001405592,0.00005218643,0.00002044759,0.001489618,0.000005332023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8473541,0.007077598,0.0004280904,0.001638313,0.0002816414,0.0001185275,0.1368722,0.0000646163,0.006164863],"genre_scores_gemma":[0.9125848,0.003161174,0.0005659386,0.0006710603,0.0001217731,0.0001911693,0.08023442,0.00001330898,0.002456493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1567145,"threshold_uncertainty_score":0.3116047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008301138968605088,"score_gpt":0.2324353330635177,"score_spread":0.2241341940949126,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}